Product Details

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Spark for Data Science

Analyze Your Data & Delve Deep Into the World of Machine Learning

Description

This is the era of Big Data. The words ‘Big Data’ implies big innovation and enables a competitive advantage for businesses. Apache Spark was design to perform Big Data analytics at scale, and so Spark is equipped with the necessary algorithms and supports multiple programming languages. If you’re a technologist who wants to expand your knowledge to perform data science operations in Spark, or a data scientist who wants to understand how algorithms are implemented in Spark, or a newbie with minimal development experience, this book is for you.

Instructor

Packt Publishing’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 3,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.

Apache Spark for Data Science Cookbook

Over 90 Insightful Recipes to Get Lightning Fast Analytics with Apache Spark

Description

Spark has emerged as the most promising big data analytics engine for data science professionals. The true power and value of Apache Spark lies in its ability to execute data science tasks with speed and accuracy. This book is for novice and intermediate level data science professionals and data analysts who want to solve data science problems with a distributed computing framework.

Instructor

Packt Publishing’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 3,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.

Big Data Visualization

Description

When it comes to big data, regular data visualization tools with basic features become insufficient. This book covers the concepts and models used to visualize big data, with a focus on efficient visualizations.

Understand how basic analytics is affected by big data

Deep dive into effective & efficient ways of visualizing big data

Get to know various approaches (using various technologies) to address the challenges of visualizing big data

Comprehend the concepts & models used to visualize big data

Know how to visualize big data in real time & for different use cases

Understand how to integrate popular dashboard visualization tools such as Splunk & Tableau

Get to know the value & process of integrating visual big data with BI tools such as Tableau

Make sense of the visualization options for big data, based upon the best suited visualization techniques for big data

Specs

Details & Requirements

Length of time users can access this course: lifetime

Access options: web streaming, mobile streaming

Certification of completion not included

Redemption deadline: redeem your code within 30 days of purchase

Experience level required: all levels

Compatibility

Internet required

Instructor

Packt Publishing’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 3,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.

Big Data Forensics: Learning Hadoop Investigations

Description

Big Data forensics is an important type of digital investigation that involves the identification, collection, and analysis of large-scale Big Data systems. Hadoop is one of the most popular Big Data solutions, and forensically investigating a Hadoop cluster requires specialized tools and techniques. In this book, you’ll discover how to perform a complete forensic investigation of large-scale Hadoop clusters using the same tools and techniques employed by forensics experts.

Instructor

Packt Publishing’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 3,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.

Big Data Analytics with R

Utilize R to Uncover Hidden Patterns in Big Data

Description

Big Data analytics is the process of examining large and complex data sets that often exceed the computational capabilities. R is a leading programming language of data science, consisting of powerful functions to tackle all problems related to Big Data processing. The book will begin with a brief introduction to the Big Data world and its current industry standards, before progressing towards coverage of major R functions for data management and transformations.

Learn about current state of Big Data processing using R programming language & its powerful statistical capabilities

Instructor

Packt Publishing’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 3,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.

Hadoop Real-World Solutions Cookbook: Second Edition

Hands-On Recipes to Help You Learn the Intricacies of Apache Hadoop, Hive, Pig, Flume, & More

Description

Big data is the current requirement. Most organizations produce huge amount of data every day. With the arrival of Hadoop-like tools, it has become easier for everyone to solve big data problems with great efficiency and at minimal cost. Grasping machine learning techniques can help you greatly in building predictive models, and this book will give you insights into mastering Big Data via machine learning to make better business decisions.

Instructor

Packt Publishing’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 3,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.

Hadoop Blueprints

Use Hadoop to Solve Business Problems by Learning From Real-Life Case Studies

Description

If you are interested in building efficient business solutions using Hadoop, this is the book for you. Here, you’ll build six real-life, end-to-end solutions using the tools in the Hadoop ecosystem, thereby taking your knowledge of Hadoop to the next level.

Learn about the evolution of Hadoop as the big data platform

Understand the basics of Hadoop architecture

Build a 360 degree view of your customer using Sqoop & Hive

Create & run classification models on Hadoop using BigML

Use Spark & Hadoop to build a fraud detection system

Develop a churn detection system using Java & MapReduce

Build an IoT-based data collection and visualization system

Learn about the coexistence of NoSQL & In-Memory databases in the Hadoop ecosystem

Specs

Details & Requirements

Length of time users can access this course: lifetime

Access options: web streaming, mobile streaming

Certification of completion not included

Redemption deadline: redeem your code within 30 days of purchase

Experience level required: all levels

Compatibility

Internet required

Instructor

Packt Publishing’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 3,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.

Deep Learning with Hadoop

Description

This book will teach you how to deploy large-scale dataset in deep neural networks with Hadoop for optimal performance. Starting with an exploration of what deep learning is, and what the various models associated with deep neural networks are, this book will then show you how to set up the Hadoop environment for deep learning.

Explore Deep Learning & various models associated with it

Understand the challenges of implementing distributed deep learning w/ Hadoop & how to overcome it

Get hands on practice of deep learning and their implementation w/ Hadoop

Specs

Details & Requirements

Length of time users can access this course: lifetime

Access options: web streaming, mobile streaming

Certification of completion not included

Redemption deadline: redeem your code within 30 days of purchase

Experience level required: all levels

Compatibility

Internet required

Instructor

Packt Publishing’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 3,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.

Apache Spark 2 for Beginners

Take the First Steps In Developing Large-Scale Distributed Data Processing Applications

Description

Spark is one of the most widely-used large-scale data processing engines and runs extremely fast. It is a framework that has tools that are equally useful for application developers as well as data scientists. This book starts with the fundamentals of Spark 2 and covers the core data processing framework and API, installation, and application development setup. By the end of this book, you will have all the knowledge you need to develop efficient large-scale applications using Apache Spark.

Get to know the fundamentals of Spark 2 & the Spark programming model using Scala and Python

Know how to use Spark SQL & DataFrames using Scala and Python

Get an introduction to Spark programming using R

Perform Spark data processing, charting, & plotting using Python

Get acquainted w/ Spark stream processing using Scala & Python

Be introduced to machine learning using Spark MLlib

Get started with graph processing using the Spark GraphX

Bring together all that you’ve learned & develop a complete Spark application

Specs

Details & Requirements

Length of time users can access this course: lifetime

Access options: web streaming, mobile streaming

Certification of completion not included

Redemption deadline: redeem your code within 30 days of purchase

Experience level required: all levels

Compatibility

Internet required

Instructor

Packt Publishing’s mission is to help the world put software to work in new ways, through the delivery of effective learning and information services to IT professionals. Working towards that vision, it has published over 3,000 books and videos so far, providing IT professionals with the actionable knowledge they need to get the job done–whether that’s specific learning on an emerging technology or optimizing key skills in more established tools.